Pith Number

pith:L2PJJ44F

pith:2023:L2PJJ44F7Z3YM5YDSN5MQC5UBA

not attested not anchored not stored refs pending

Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings

Aryan Deshwal, David Eriksson, Eytan Bakshy, Janardhan Rao Doppa, Maximilian Balandat, Sebastian Ament

arxiv:2303.01774 v1 · 2023-03-03 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L2PJJ44F7Z3YM5YDSN5MQC5UBA}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Categorical Optimization with Bayesian Anchored Latent Trust Regions for Structural Design under High-Dimensional Uncertainty

Receipt and verification

First computed	2026-07-05T05:47:48.753117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e9e94f385fe77867703937ac80bb4080cbe6be17c6d52037cc06db9fe71761b

Aliases

arxiv: 2303.01774 · arxiv_version: 2303.01774v1 · doi: 10.48550/arxiv.2303.01774 · pith_short_12: L2PJJ44F7Z3Y · pith_short_16: L2PJJ44F7Z3YM5YD · pith_short_8: L2PJJ44F

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/L2PJJ44F7Z3YM5YDSN5MQC5UBA \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 5e9e94f385fe77867703937ac80bb4080cbe6be17c6d52037cc06db9fe71761b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6efe53e10b4f0491af3366a2fec58da1c013f8492ed787f88c32cc6b1630feb4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-03T08:31:42Z",
    "title_canon_sha256": "b09033bd12fd0608408160c941813271cb9fd256a3be777a2afbe4f3f030153d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.01774",
    "kind": "arxiv",
    "version": 1
  }
}